Mammogram Classification Using Curvelet GLCM Texture Features and GIST Features. - Syed Jamal Safdar Gardezi; Ibrahima Faye; Faouzi Adjed; Nidal S. Kamel; Mohamed Meselhy Eltoukhy (AISI, 2016)

Fusion of structural and textural features for melanoma recognition. - Faouzi Adjed; Syed Jamal Safdar Gardezi; Fakhreddine Ababsa; Ibrahima Faye; Sarat Chandra Dass (IET Comput. Vis., 2018)

Segmentation of pectoral muscle using the adaptive gamma corrections. - Syed Jamal Safdar Gardezi; Faouzi Adjed; Ibrahima Faye; Nidal S. Kamel; Mohamed Meselhy Eltoukhy (Multim. Tools Appl., 2018)

Deep Learning Architecture for Topological Optimized Mechanical Design Generation with Complex Shape Criterion. - Waad Almasri; Dimitri Bettebghor; Fakhreddine Ababsa; Florence Danglade; Faouzi Adjed (IEA/AIE (1), 2021)

GMCAD: an original Synthetic Dataset of 2D Designs along their Geometrical and Mechanical Conditions. - Waad Almasri; Dimitri Bettebghor; Faouzi Adjed; Fakhreddine Ababsa; Florence Danglade (ISM, 2021)

Towards a Certification of Deep Image Classifiers against Convolutional Attacks. - Mallek Mziou-Sallami; Faouzi Adjed (ICAART (2), 2022)

Integrative System of Deep Classifiers Certification: Case of Convolutional Attacks. - Imen Smati; Rania Khalsi; Mallek Mziou-Sallami; Faouzi Adjed; Faouzi Ghorbel (ICAART (Revised Selected Paper, 2022)

Leveraging generative models to characterize the failure conditions of image classifiers. - Adrien Le-Coz; Stéphane Herbin; Faouzi Adjed (AISafety@IJCAI, 2022)

Coupling algebraic topology theory, formal methods and safety requirements toward a new coverage metric for artificial intelligence models. - Faouzi Adjed; Mallek Mziou-Sallami; Frédéric Pelliccia; Mehdi Rezzoug; Lucas Schott; Christophe Bohn; Yesmina Jaâfra (Neural Comput. Appl., 2022)

Explaining an Image Classifier with a Generative Model Conditioned by Uncertainty. - Adrien Le-Coz; Stéphane Herbin; Faouzi Adjed (PKDD/ECML Workshops (2), 2023)

Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models. - Adrien Le-Coz; Houssem Ouertatani; Stéphane Herbin; Faouzi Adjed (CVPR Workshops, 2024)

AI Systems Trustworthiness Assessment: State of the Art. - Afef Awadid; Kahina Amokrane-Ferka; Henri Sohier; Juliette Mattioli; Faouzi Adjed; Martin Gonzalez; Souhaiel Khalfaoui (MODELSWARD, 2024)

Confidence Calibration of Classifiers with Many Classes. - Adrien Le-Coz; Stéphane Herbin; Faouzi Adjed (NeurIPS, 2024)